Use Linear Models to Solve Problems
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8th Grade Math › Use Linear Models to Solve Problems
A school fundraiser tracks the total money collected with $y = 25x + 60$, where $y$ is dollars collected and $x$ is the number of boxes of cookies sold. How much money does the model predict will be collected if 8 boxes are sold?
$$y = 25(8) + 60 = 260$$ dollars
$$y = 25(8) + 60 = 220$$ dollars
$$y = 25(8) + 60 = 200$$ dollars
$$y = 25(8) + 60 = 285$$ dollars
Explanation
This question tests using the linear model $y=25x+60$ to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is $y=25x+60$, where y is dollars collected, x is boxes sold, $m=25$ is the slope (rate: dollars per box), and $b=60$ is the intercept (dollars when x=0, initial value). In this fundraiser context, to predict y at x=8 boxes, substitute into $y=25(8)+60=200+60=260$ dollars. The correct calculation shows the model predicts 260 dollars if 8 boxes are sold, matching choice A. A common error is an arithmetic mistake, such as $25 \times 8=200$ but then subtracting instead of adding 60 to get 140 (not listed) or misadding to 220 (choice B) or 200 (choice C) or 285 (choice D, perhaps $25 \times 9+60$). Interpretation with units is essential: slope m with dollars/box units tells the rate ($25 per box), intercept b with dollars units tells the starting amount ($60 baseline, perhaps from donations). Problem solving steps: (1) identify x=8 given, find y, (2) substitute into $y=mx+b$, (3) calculate $200+60=260$, (4) interpret as $260 collected, including units and context; avoid order of operations errors like adding before multiplying.
A science class models the height of a plant with the linear equation $y = 1.5x + 20$, where $y$ is the plant’s height in centimeters and $x$ is the number of hours of sunlight per day. What does the slope $1.5$ mean in this situation?
The plant starts at 1.5 cm tall when it gets 0 hours of sunlight.
For each additional hour of sunlight per day, the plant’s height increases by 1.5 cm.
For each additional centimeter of height, the plant needs 1.5 more hours of sunlight.
The plant’s height increases by 20 cm for each additional hour of sunlight per day.
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is y=1.5x+20, where y is the plant’s height in centimeters, x is hours of sunlight per day, m=1.5 is the slope (rate: change in height per hour of sunlight), and b=20 is the intercept (height when x=0, initial value). In this biology experiment context, the slope m=1.5 cm per hour means each additional hour of sunlight adds 1.5 cm to the plant's height (rate interpretation with units), while the intercept b=20 cm means the baseline height with zero sunlight hours. The correct interpretation of the slope is that for each additional hour of sunlight per day, the plant’s height increases by 1.5 cm, which matches choice B. A common error is swapping slope and intercept meanings, such as thinking 1.5 is the initial height (like choice A) or reversing the rate to per centimeter instead of per hour (like choice C), or misattributing the rate to 20 (choice D), without contextual units. Interpretation with units is essential: slope m with units cm/hour tells the growth rate (1.5 cm per hour), while intercept b with cm units tells the starting height (20 cm baseline). Problem solving involves identifying the slope as the rate, interpreting it in context with units, and avoiding mistakes like omitting units (making '1.5' ambiguous) or reversing slope and intercept roles.
A taxi fare is modeled by $y = 2.5x + 4$, where $y$ is the total cost in dollars and $x$ is the number of miles traveled. Which statement best describes the meaning of the $y$-intercept?
The taxi costs $2.50$ per mile.
The taxi costs $4.00$ per mile.
The taxi travels 4 miles before charging.
The starting fee is $4.00$ when 0 miles are traveled.
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is y=2.5x+4, where y is cost in dollars and x is miles; the slope m=2.5 dollars per mile is the per-mile charge, and the intercept b=4 dollars is the starting fee at zero miles. In this taxi scenario, the y-intercept means a fixed initial cost of $4 even before traveling any miles. The correct statement is that the starting fee is $4.00 when 0 miles are traveled, with units in dollars for the initial value. A common mistake is confusing intercept with slope, like saying 4 is the per-mile rate or that it represents free miles. Interpretation with units is essential: the intercept b=4 has units of dollars for the fixed fee, while the slope has dollars/mile for the rate. To interpret, identify the focus on b, explain it as the cost at x=0, and relate to taxi context without reversing meanings.
A student uses the model $y = 3x + 8$ to estimate the total number of stickers $y$ collected after $x$ weeks. How many weeks will it take to collect 50 stickers according to the model?
18 weeks
14 weeks
16 weeks
12 weeks
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is y=3x+8, where y is stickers and x is weeks; the slope m=3 stickers per week is the collection rate, and the intercept b=8 stickers is the starting amount. To find weeks for y=50 stickers, solve 50=3x+8, subtract 8: 42=3x, divide by 3: x=14 weeks. The correct calculation is 14 weeks, with units in weeks for the time needed. A common error is arithmetic or algebraic slips, like dividing 42 by 3 as 12 or 16 instead of 14. Interpretation with units is essential: the slope m=3 has units of stickers/week for the rate, and solutions like 14 include weeks in context. Problem solving steps: (1) identify y=50 given, find x; (2) rearrange to x=(y-b)/m; (3) calculate (50-8)/3=14; (4) interpret as 14 weeks to collect 50 stickers.
A plant’s height is modeled by $y = 1.5x + 20$, where $y$ is the height in centimeters and $x$ is the number of hours of sunlight per day. What does the slope $1.5$ represent in this context?
The plant’s height is always 1.5 cm more than the sunlight hours.
The plant starts at 1.5 cm tall when it gets 0 hours of sunlight.
For each additional centimeter of height, the plant needs 1.5 more hours of sunlight.
For each additional hour of sunlight per day, the plant’s height increases by 1.5 cm.
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is y=1.5x+20, where y is plant height in cm and x is sunlight hours per day; here, the slope m=1.5 cm per hour represents the rate at which height increases by 1.5 cm for each additional hour of sunlight, while the intercept b=20 cm is the initial height with zero sunlight hours. In this biology context, the slope means that for every extra hour of sunlight, the plant grows an additional 1.5 cm, reflecting the growth rate. The correct interpretation is that for each additional hour of sunlight per day, the plant’s height increases by 1.5 cm, which includes the units cm per hour to make the rate clear. A common error is swapping slope and intercept meanings, like thinking 1.5 is the initial height instead of the rate, or inverting the rate to say each cm requires 1.5 hours, which reverses the dependent and independent variables. Interpretation with units is essential: the slope m=1.5 has units of cm/hour, indicating the growth rate, while the intercept b=20 has units of cm for starting height. When solving problems, identify what's asked (here, slope meaning), ensure contextual explanation with units, and avoid non-contextual answers like just stating '1.5 is the slope' without relating to plant growth and sunlight.
A car’s distance from home is modeled by $y = 60x + 20$, where $y$ is distance in miles and $x$ is time in hours. Which interpretation is correct?
The car travels 20 miles each hour, starting at 60 miles.
The car’s speed is 20 miles per hour, and it starts 60 miles from home.
The car travels 80 miles per hour, starting at 0 miles.
The car’s speed is 60 miles per hour, and it starts 20 miles from home.
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is y=60x+20, where y is distance in miles and x is time in hours; the slope m=60 miles per hour is the speed, and the intercept b=20 miles is the starting distance from home. In this driving scenario, the slope represents traveling at 60 mph, and the intercept means beginning 20 miles away at time zero. The correct interpretation is that the car’s speed is 60 miles per hour, and it starts 20 miles from home, with units mph for rate and miles for initial value. A common mistake is swapping slope and intercept, like saying speed is 20 mph and starts at 60 miles. Interpretation with units is essential: slope m=60 has units miles/hour for speed, intercept b=20 has miles for starting point. Slope importance: positive m=60 means increasing distance with time, and large |m| indicates fast change.
A bike ride’s distance is modeled by $y = 12x + 3$, where $y$ is the distance in miles and $x$ is the time in hours. What does the $y$-intercept 3 mean in this context?
The biker’s speed decreases by 3 miles per hour.
The biker travels 3 miles each hour.
After 3 hours, the biker has traveled 12 miles.
At time 0 hours, the biker has already traveled 3 miles.
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is y=12x+3, where y is distance in miles and x is time in hours; the slope m=12 miles per hour is the biking speed, and the intercept b=3 miles is the distance already traveled at time zero. In this biking scenario, the y-intercept means that at the start (x=0 hours), the biker has already covered 3 miles, perhaps from a head start. The correct interpretation is that at time 0 hours, the biker has already traveled 3 miles, with units in miles to clarify the initial value. A common mistake is confusing the intercept with the slope, like saying 3 is the speed in miles per hour, or miscalculating a prediction like after 3 hours (which would be y=12*3+3=39 miles, not matching any choice). Interpretation with units is essential: the intercept b=3 has units of miles for the starting distance, while the slope m=12 has units of miles/hour for the rate. To solve, identify the focus on the intercept, interpret it contextually as the initial distance, and include units to avoid ambiguity.
A science class models the temperature of a cooling liquid with $y = -2x + 80$, where $y$ is the temperature in degrees Celsius and $x$ is the time in minutes. Which statement best interprets the slope?
The temperature is $80^\circ$C lower each minute.
The temperature decreases by $2^\circ$C each minute.
The temperature increases by $2^\circ$C each minute.
The liquid starts at $-2^\circ$C when time is 0 minutes.
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is y=-2x+80, where y is temperature in °C and x is time in minutes; the slope m=-2 °C per minute indicates the cooling rate, and the intercept b=80 °C is the initial temperature. In this science experiment, the negative slope means the temperature decreases by 2°C for each minute that passes. The correct interpretation is that the temperature decreases by 2°C each minute, including units °C per minute and noting the negative sign for decrease. A common mistake is ignoring the negative sign, like saying it increases by 2°C, or confusing with intercept by saying it starts at -2°C. Interpretation with units is essential: the slope m=-2 has units of °C/minute, showing a decreasing rate, while positive slopes would indicate increase. Slope importance: the negative m means decreasing relationship (more time leads to lower temperature), and |m|=2 indicates the speed of change.
A streaming service charges according to the model $y = 4x + 10$, where $y$ is the total cost in dollars and $x$ is the number of months. What is the total cost for 6 months?
$$y=4(6)+10=16\text{ dollars}$$
$$y=4(6)+10=40\text{ dollars}$$
$$y=4(6)+10=24\text{ dollars}$$
$$y=4(6)+10=34\text{ dollars}$$
Explanation
This question tests using the linear model $y=mx+b$ to solve problems in context, interpreting the slope (rate of change with units) and intercept (initial value) contextually. The linear model is $y=4x+10$, where y is cost in dollars and x is months; the slope $m=4$ dollars per month is the monthly fee rate, and the intercept $b=10$ dollars is the initial cost at zero months. For predicting cost at x=6 months, substitute into the equation: $y=4*6 +10=24+10=34$ dollars. The correct calculation is $y=4(6)+10=34$ dollars, following order of operations by multiplying first then adding. A common error is arithmetic mistakes, like adding before multiplying (4+10=14, then *6=84, wrong) or subtracting instead. Interpretation with units is essential: the slope $m=4$ has units of dollars/month for the rate, and results like 34 include dollars for context. Problem solving steps: (1) identify x=6 given, find y; (2) substitute into $y=mx+b$; (3) calculate $24+10=34$; (4) interpret as 34 dollars total cost for 6 months.
A science club tracks a plant’s height based on the number of hours of sunlight it gets each day. The model is $y=1.5x+20$, where $y$ is the plant’s height (cm) and $x$ is hours of sunlight per day. What does the slope $1.5$ represent in this situation?
The plant starts at 1.5 cm tall when it gets 0 hours of sunlight.
The plant’s height increases by 1.5 cm for each additional hour of sunlight per day.
The plant’s height increases by 20 cm for each additional hour of sunlight per day.
The plant is 20 cm taller than the sunlight hours.
Explanation
This question tests using the linear model y=mx+b to solve problems in context, interpreting the slope as the rate of change with units and the intercept as the initial value contextually. In the model y=1.5x+20 for plant height (cm) versus sunlight hours per day, the slope m=1.5 represents the rate of 1.5 cm increase in height per additional hour of sunlight, while the intercept b=20 cm is the baseline height with zero sunlight hours. For example, in this biology tracking scenario, the slope of 1.5 cm per hour means each extra hour of sunlight adds 1.5 cm to the plant's growth rate. The correct interpretation is that the plant’s height increases by 1.5 cm for each additional hour of sunlight per day, including units to clarify the rate. A common error is swapping slope and intercept, like thinking 1.5 is the starting height or 20 is the rate, which reverses their meanings. Interpretation with units is essential: the slope m has units of cm per hour, indicating the growth rate, while the intercept b has cm units for the initial height. To solve such problems, identify the component asked (slope here), interpret it contextually with units, and avoid non-contextual answers like ignoring what 1.5 means for plant growth and sunlight.